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分类: 开发与工程无需 API Key

langchain-install-auth

安装并配置LangChain SDK/CLI身份验证。在设置新的LangChain集成、配置API密钥或在项目中初始化LangChain时使用。可以通过诸如“install langchain”、“setup langchain”、“langchain auth”、“configure langchain API key”、“langchain credentials”等短语触发。

person作者: jakexiaohubgithub

LangChain Install & Auth

Overview

Set up LangChain SDK and configure LLM provider authentication credentials.

Prerequisites

  • Python 3.9+ or Node.js 18+
  • Package manager (pip, poetry, or npm)
  • LLM provider account (OpenAI, Anthropic, Google, etc.)
  • API key from your LLM provider dashboard

Instructions

Step 1: Install LangChain Core

# Python (recommended)
pip install langchain langchain-core langchain-community

# Or with specific providers
pip install langchain-openai langchain-anthropic langchain-google-genai

# Node.js
npm install langchain @langchain/core @langchain/community

Step 2: Configure Authentication

# OpenAI
export OPENAI_API_KEY="your-openai-key"

# Anthropic
export ANTHROPIC_API_KEY="your-anthropic-key"

# Google
export GOOGLE_API_KEY="your-google-key"

# Or create .env file
echo 'OPENAI_API_KEY=your-openai-key' >> .env

Step 3: Verify Connection

from langchain_openai import ChatOpenAI

llm = ChatOpenAI(model="gpt-4o-mini")
response = llm.invoke("Say hello!")
print(response.content)

Output

  • Installed LangChain packages in virtual environment
  • Environment variables or .env file with API keys
  • Successful connection verification output

Error Handling

| Error | Cause | Solution | |-------|-------|----------| | Invalid API Key | Incorrect or expired key | Verify key in provider dashboard | | Rate Limited | Exceeded quota | Check quota limits, implement backoff | | Network Error | Firewall blocking | Ensure outbound HTTPS allowed | | Module Not Found | Installation failed | Run pip install again, check Python version | | Provider Error | Service unavailable | Check provider status page |

Examples

Python Setup (OpenAI)

import os
from langchain_openai import ChatOpenAI

# Ensure API key is set
assert os.environ.get("OPENAI_API_KEY"), "Set OPENAI_API_KEY"

llm = ChatOpenAI(
    model="gpt-4o-mini",
    temperature=0.7,
    max_tokens=1000
)

Python Setup (Anthropic)

from langchain_anthropic import ChatAnthropic

llm = ChatAnthropic(
    model="claude-3-5-sonnet-20241022",
    temperature=0.7
)

TypeScript Setup

import { ChatOpenAI } from "@langchain/openai";

const llm = new ChatOpenAI({
  modelName: "gpt-4o-mini",
  temperature: 0.7
});

Resources

Next Steps

After successful auth, proceed to langchain-hello-world for your first chain.